Image Super-resolution on BSD100 s=2 (test)
33.08PSNRWaveMixSR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WaveMixSRTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 33.08 | 93.22 | |
| HAT-LTraining dataset=DF2K, Pre-trained on ImageNet=true2023.07 | 32.74 | 90.66 | |
| SwinFIRTraining dataset=DF2K, Pre-trained on ImageNet=true2023.07 | 32.64 | 90.54 | |
| HATTraining dataset=DF2K, Pre-trained on ImageNet=false2023.07 | 32.62 | 90.53 | |
| SwinIRTraining dataset=DF2K, Pre-trained on ImageNet=false2023.07 | 32.53 | 90.41 | |
| EDTTraining dataset=DF2K, Pre-trained on ImageNet=false2023.07 | 32.52 | 90.41 | |
| RCN-itTraining dataset=DF2K, Pre-trained on ImageNet=false2023.07 | 32.48 | 90.34 | |
| NLSNTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 32.43 | 90.27 | |
| SANTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 32.42 | 90.28 | |
| RCANTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 32.41 | 90.27 | |
| IGNNTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 32.41 | 90.25 | |
| HANTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 32.41 | 90.27 | |
| EDSRTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 32.32 | 90.13 | |
| ProposedTraining Dataset=DIV2K2016.11 | 32.26 | 90.06 | |
| RED30Number of layers=302016.06 | 31.99 | 89.74 | |
| RED20Number of layers=202016.06 | 31.95 | 89.69 | |
| Proposed-PTraining Dataset=291 dataset2016.11 | 31.92 | 89.65 | |
| VDSRTraining Dataset=291 dataset2016.11 | 31.9 | 89.6 | |
| DnCNN-3Training Dataset=291 dataset2016.11 | 31.9 | 89.56 | |
| RED10Number of layers=102016.06 | 31.85 | 89.53 | |
| CSCN2016.06 | 31.54 | 89.08 | |
| SRCNN2016.06 | 31.36 | 88.79 | |
| ARFL+2016.06 | 31.35 | 88.85 | |
| NBSRF2016.06 | 31.3 | 88.76 | |
| CSC2016.06 | 31.27 | 88.76 | |
| TSE2016.06 | 31.18 | 88.55 |